Salah Ghamizi
6 papers · 2022–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (20)
β
The Questioner
Conferences
NIPS (2)
AAAI (1)
ACL (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
adversarial robustness
(5)
adversarial attack
(4)
deep neural network
(2)
multi-task learning
(2)
auxiliary task
(2)
evasion attack
(2)
gradient attack
(2)
model robustness
(2)
machine learning
(1)
adversarial defense
(1)
tabular datum
(1)
adversarial example
(1)
tabular deep learning
(1)
classification model
(1)
robustification mechanism
(1)
robust accuracy
(1)
human evaluation
(1)
adversarial retraining
(1)
text perturbation
(1)
task augmentation
(1)
Papers
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
NIPS 2024
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
NIPS 2024
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks
ACL 2023
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
ICML 2023
Adversarial Robustness in Multi-Task Learning: Promises and Illusions
AAAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
IJCAI 2022